Dudley played college football at the University of Michigan. He was the starting fullback for his final two years at Michigan. In his career, he rushed the ball 3 times for a total of 13 yards and had 5 receptions for a total of 32 yards with no touchdowns. He was a 2005 Outstanding Sportsmanship Award Winner.